{"id":"W6980829909","doi":"","title":"CVTech lands Hydro Quebec construction contracts","year":2012,"lang":"en","type":"other","venue":"","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007119692,0.0002351246,0.0004849089,0.0001326809,0.0001724224,0.000007702617,0.0001474389,0.001239544,0.2769497],"category_scores_gemma":[0.0007469081,0.0001720299,0.00006566215,0.00009226238,0.0001240178,0.0000895652,0.00006259233,0.001219988,0.01323203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008955871,"about_ca_system_score_gemma":0.0003810405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03017608,"about_ca_topic_score_gemma":0.03549995,"domain_scores_codex":[0.9979738,0.0004241821,0.000463977,0.0002724543,0.0003057665,0.0005597959],"domain_scores_gemma":[0.9980054,0.0007399655,0.0004171747,0.000472993,0.00005120568,0.0003133001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001257534,0.00005963061,0.003989979,0.0003826726,0.00004892397,0.000002050252,0.0003820897,3.60976e-9,0.0000122333,0.01011461,0.9757066,0.009288635],"study_design_scores_gemma":[0.0004372257,0.00001293991,0.0003789895,0.0003698735,0.00007698689,0.000001707166,0.00147019,0.000002062259,0.00000564956,0.0001619742,0.9969035,0.0001788705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001901751,0.000452854,0.0004142297,0.004704103,0.003314747,0.0007992716,0.00002565839,0.0006126246,0.9894863],"genre_scores_gemma":[0.002670884,0.0001314409,0.002722807,0.001522787,0.004243037,0.00009122164,0.0001005064,0.0002177439,0.9882995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2637177,"threshold_uncertainty_score":0.9875363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04493406914799711,"score_gpt":0.4192635845217121,"score_spread":0.3743295153737149,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}